Motor Vehicle Collisions Crash

Dataset statistics

Number of variables	29
Number of observations	2129381
Missing cells	18234791
Missing cells (%)	29.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	471.1 MiB
Average record size in memory	232.0 B

Variable types

DateTime	2
Categorical	6
Unsupported	1
Numeric	8
Text	12

Alerts

`NUMBER OF PEDESTRIANS KILLED` is highly imbalanced (99.6%)	Imbalance
`NUMBER OF CYCLIST INJURED` is highly imbalanced (92.1%)	Imbalance
`NUMBER OF CYCLIST KILLED` is highly imbalanced (99.9%)	Imbalance
`CONTRIBUTING FACTOR VEHICLE 4` is highly imbalanced (90.8%)	Imbalance
`CONTRIBUTING FACTOR VEHICLE 5` is highly imbalanced (90.1%)	Imbalance
`BOROUGH` has 662185 (31.1%) missing values	Missing
`ZIP CODE` has 662446 (31.1%) missing values	Missing
`LATITUDE` has 239254 (11.2%) missing values	Missing
`LONGITUDE` has 239254 (11.2%) missing values	Missing
`LOCATION` has 239254 (11.2%) missing values	Missing
`ON STREET NAME` has 456109 (21.4%) missing values	Missing
`CROSS STREET NAME` has 811789 (38.1%) missing values	Missing
`OFF STREET NAME` has 1765645 (82.9%) missing values	Missing
`CONTRIBUTING FACTOR VEHICLE 2` has 333967 (15.7%) missing values	Missing
`CONTRIBUTING FACTOR VEHICLE 3` has 1976273 (92.8%) missing values	Missing
`CONTRIBUTING FACTOR VEHICLE 4` has 2094603 (98.4%) missing values	Missing
`CONTRIBUTING FACTOR VEHICLE 5` has 2119915 (99.6%) missing values	Missing
`VEHICLE TYPE CODE 2` has 414316 (19.5%) missing values	Missing
`VEHICLE TYPE CODE 3` has 1982003 (93.1%) missing values	Missing
`VEHICLE TYPE CODE 4` has 2095841 (98.4%) missing values	Missing
`VEHICLE TYPE CODE 5` has 2120207 (99.6%) missing values	Missing
`LATITUDE` is highly skewed (γ1 = -20.4084487)	Skewed
`NUMBER OF PERSONS KILLED` is highly skewed (γ1 = 33.3170398)	Skewed
`NUMBER OF MOTORIST KILLED` is highly skewed (γ1 = 53.62264977)	Skewed
`COLLISION_ID` has unique values	Unique
`ZIP CODE` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`NUMBER OF PERSONS INJURED` has 1631233 (76.6%) zeros	Zeros
`NUMBER OF PERSONS KILLED` has 2126219 (99.9%) zeros	Zeros
`NUMBER OF PEDESTRIANS INJURED` has 2012019 (94.5%) zeros	Zeros
`NUMBER OF MOTORIST INJURED` has 1812117 (85.1%) zeros	Zeros
`NUMBER OF MOTORIST KILLED` has 2128134 (99.9%) zeros	Zeros

Reproduction

Analysis started	2024-10-29 14:03:49.079553
Analysis finished	2024-10-29 14:05:00.958893
Duration	1 minute and 11.88 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

CRASH DATE
Date

Distinct	4497
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.2 MiB

Minimum	2012-07-01 00:00:00
Maximum	2024-10-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

CRASH TIME
Date

Distinct	1440
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.2 MiB

Minimum	2024-10-29 00:00:00
Maximum	2024-10-29 23:59:00

Histogram

Histogram with fixed size bins (bins=50)

BOROUGH
Categorical

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	662185
Missing (%)	31.1%
Memory size	16.2 MiB

BROOKLYN	467766
QUEENS	393566
MANHATTAN	327164
BRONX	217181
STATEN ISLAND	61519

Length

Max length	13
Median length	9
Mean length	7.4520732
Min length	5

Characters and Unicode

Total characters	10933652
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BROOKLYN
2nd row	BROOKLYN
3rd row	BRONX
4th row	BROOKLYN
5th row	MANHATTAN

Common Values

Value	Count	Frequency (%)
BROOKLYN	467766	22.0%
QUEENS	393566	18.5%
MANHATTAN	327164	15.4%
BRONX	217181	10.2%
STATEN ISLAND	61519	2.9%
(Missing)	662185	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
brooklyn	467766	30.6%
queens	393566	25.7%
manhattan	327164	21.4%
bronx	217181	14.2%
staten	61519	4.0%
island	61519	4.0%

Most occurring characters

Value	Count	Frequency (%)
N	1855879	17.0%
O	1152713	10.5%
A	1104530	10.1%
E	848651	7.8%
T	777366	7.1%
R	684947	6.3%
B	684947	6.3%
L	529285	4.8%
S	516604	4.7%
Y	467766	4.3%
Other values (9)	2310964	21.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10872133	99.4%
Space Separator	61519	0.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	1855879	17.1%
O	1152713	10.6%
A	1104530	10.2%
E	848651	7.8%
T	777366	7.2%
R	684947	6.3%
B	684947	6.3%
L	529285	4.9%
S	516604	4.8%
Y	467766	4.3%
Other values (8)	2249445	20.7%

Space Separator

Value	Count	Frequency (%)
	61519	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10872133	99.4%
Common	61519	0.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	1855879	17.1%
O	1152713	10.6%
A	1104530	10.2%
E	848651	7.8%
T	777366	7.2%
R	684947	6.3%
B	684947	6.3%
L	529285	4.9%
S	516604	4.8%
Y	467766	4.3%
Other values (8)	2249445	20.7%

Common

Value	Count	Frequency (%)
	61519	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10933652	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	1855879	17.0%
O	1152713	10.5%
A	1104530	10.1%
E	848651	7.8%
T	777366	7.1%
R	684947	6.3%
B	684947	6.3%
L	529285	4.8%
S	516604	4.7%
Y	467766	4.3%
Other values (9)	2310964	21.1%

ZIP CODE
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	662446
Missing (%)	31.1%
Memory size	16.2 MiB

LATITUDE
Real number (ℝ)

MISSING SKEWED

Distinct	127320
Distinct (%)	6.7%
Missing	239254
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	40.627408

Minimum	0
Maximum	43.344444
Zeros	4484
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	16.2 MiB

Quantile statistics

Minimum	0
5-th percentile	40.59657
Q1	40.66762
median	40.720615
Q3	40.769623
95-th percentile	40.861942
Maximum	43.344444
Range	43.344444
Interquartile range (IQR)	0.102003

Descriptive statistics

Standard deviation	1.9827696
Coefficient of variation (CV)	0.048803742
Kurtosis	415.18085
Mean	40.627408
Median Absolute Deviation (MAD)	0.051345
Skewness	-20.408449
Sum	76790961
Variance	3.9313751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4484	0.2%
40.861862	917	< 0.1%
40.696033	787	< 0.1%
40.8047	692	< 0.1%
40.608757	673	< 0.1%
40.759308	630	< 0.1%
40.798256	627	< 0.1%
40.6960346	587	< 0.1%
40.675735	582	< 0.1%
40.658577	538	< 0.1%
Other values (127310)	1879610	88.3%
(Missing)	239254	11.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4484	0.2%
30.78418	1	< 0.1%
34.783634	1	< 0.1%
40.498947	1	< 0.1%
40.4989488	2	< 0.1%
40.4991346	1	< 0.1%
40.49931	1	< 0.1%
40.4994787	1	< 0.1%
40.499659	1	< 0.1%
40.499672	1	< 0.1%

Value	Count	Frequency (%)
43.344444	1	< 0.1%
42.64154	1	< 0.1%
42.318317	1	< 0.1%
42.107204	1	< 0.1%
41.91661	1	< 0.1%
41.34796	1	< 0.1%
41.258785	1	< 0.1%
41.12615	5	< 0.1%
41.12421	1	< 0.1%
41.061634	2	< 0.1%

LONGITUDE
Real number (ℝ)

MISSING

Distinct	98796
Distinct (%)	5.2%
Missing	239254
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	-73.751569

Minimum	-201.35999
Maximum	0
Zeros	4484
Zeros (%)	0.2%
Negative	1885643
Negative (%)	88.6%
Memory size	16.2 MiB

Quantile statistics

Minimum	-201.35999
5-th percentile	-74.036926
Q1	-73.974754
median	-73.927115
Q3	-73.866798
95-th percentile	-73.76325
Maximum	0
Range	201.35999
Interquartile range (IQR)	0.1079561

Descriptive statistics

Standard deviation	3.723789
Coefficient of variation (CV)	-0.05049098
Kurtosis	439.19555
Mean	-73.751569
Median Absolute Deviation (MAD)	0.052583
Skewness	16.191619
Sum	-1.3939983 × 10⁸
Variance	13.866604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4484	0.2%
-73.89063	787	< 0.1%
-73.91282	719	< 0.1%
-73.98453	702	< 0.1%
-73.89686	684	< 0.1%
-74.038086	674	< 0.1%
-73.91243	654	< 0.1%
-73.94476	614	< 0.1%
-73.9112	588	< 0.1%
-73.9845292	587	< 0.1%
Other values (98786)	1879634	88.3%
(Missing)	239254	11.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-201.35999	1	< 0.1%
-201.23706	105	< 0.1%
-89.13527	1	< 0.1%
-86.76847	1	< 0.1%
-79.61955	1	< 0.1%
-79.00183	1	< 0.1%
-76.2634	1	< 0.1%
-76.02163	1	< 0.1%
-74.742	7	< 0.1%
-74.25496	1	< 0.1%

Value	Count	Frequency (%)
0	4484	0.2%
-32.768513	16	< 0.1%
-47.209625	3	< 0.1%
-73.66301	1	< 0.1%
-73.70055	2	< 0.1%
-73.700584	11	< 0.1%
-73.7005968	10	< 0.1%
-73.70061	5	< 0.1%
-73.70071	4	< 0.1%
-73.70073	1	< 0.1%

LOCATION
Text

MISSING

Distinct	291511
Distinct (%)	15.4%
Missing	239254
Missing (%)	11.2%
Memory size	16.2 MiB

Length

Max length	25
Median length	24
Mean length	22.752478
Min length	10

Characters and Unicode

Total characters	43005073
Distinct characters	16
Distinct categories	6 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	160873 ?
Unique (%)	8.5%

Sample

1st row	(40.667202, -73.8665)
2nd row	(40.683304, -73.917274)
3rd row	(40.709183, -73.956825)
4th row	(40.86816, -73.83148)
5th row	(40.67172, -73.8971)

Value	Count	Frequency (%)
0.0	8968	0.2%
40.861862	917	< 0.1%
73.89063	787	< 0.1%
40.696033	787	< 0.1%
73.91282	719	< 0.1%
73.98453	702	< 0.1%
40.8047	692	< 0.1%
73.89686	684	< 0.1%
74.038086	674	< 0.1%
40.608757	673	< 0.1%
Other values (226105)	3764651	99.6%

Most occurring characters

Value	Count	Frequency (%)
7	4708827	10.9%
4	4081519	9.5%
.	3780254	8.8%
3	3584874	8.3%
0	3485511	8.1%
9	2763135	6.4%
8	2713327	6.3%
6	2681947	6.2%
5	2146280	5.0%
(	1890127	4.4%
Other values (6)	11169272	26.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29778668	69.2%
Other Punctuation	5670381	13.2%
Open Punctuation	1890127	4.4%
Space Separator	1890127	4.4%
Close Punctuation	1890127	4.4%
Dash Punctuation	1885643	4.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	4708827	15.8%
4	4081519	13.7%
3	3584874	12.0%
0	3485511	11.7%
9	2763135	9.3%
8	2713327	9.1%
6	2681947	9.0%
5	2146280	7.2%
2	1825473	6.1%
1	1787775	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	3780254	66.7%
,	1890127	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	1890127	100.0%

Space Separator

Value	Count	Frequency (%)
	1890127	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1890127	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1885643	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	43005073	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	4708827	10.9%
4	4081519	9.5%
.	3780254	8.8%
3	3584874	8.3%
0	3485511	8.1%
9	2763135	6.4%
8	2713327	6.3%
6	2681947	6.2%
5	2146280	5.0%
(	1890127	4.4%
Other values (6)	11169272	26.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43005073	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	4708827	10.9%
4	4081519	9.5%
.	3780254	8.8%
3	3584874	8.3%
0	3485511	8.1%
9	2763135	6.4%
8	2713327	6.3%
6	2681947	6.2%
5	2146280	5.0%
(	1890127	4.4%
Other values (6)	11169272	26.0%

ON STREET NAME
Text

MISSING

Distinct	18753
Distinct (%)	1.1%
Missing	456109
Missing (%)	21.4%
Memory size	16.2 MiB

Length

Max length	32
Median length	32
Mean length	29.282575
Min length	2

Characters and Unicode

Total characters	48997712
Distinct characters	75
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6708 ?
Unique (%)	0.4%

Sample

1st row	WHITESTONE EXPRESSWAY
2nd row	QUEENSBORO BRIDGE UPPER
3rd row	THROGS NECK BRIDGE
4th row	SARATOGA AVENUE
5th row	MAJOR DEEGAN EXPRESSWAY RAMP

Value	Count	Frequency (%)
avenue	621705	16.1%
street	532163	13.8%
east	156684	4.1%
boulevard	129656	3.4%
west	117108	3.0%
parkway	77106	2.0%
road	69573	1.8%
expressway	65720	1.7%
island	31466	0.8%
queens	27881	0.7%
Other values (5405)	2032287	52.6%

Most occurring characters

Value	Count	Frequency (%)
	27613470	56.4%
E	3758695	7.7%
A	1998948	4.1%
T	1872893	3.8%
R	1711607	3.5%
N	1462599	3.0%
S	1442202	2.9%
U	999980	2.0%
O	890106	1.8%
V	871501	1.8%
Other values (65)	6375711	13.0%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	27613470	56.4%
Uppercase Letter	20053815	40.9%
Decimal Number	1199204	2.4%
Lowercase Letter	119354	0.2%
Other Punctuation	4899	< 0.1%
Open Punctuation	3399	< 0.1%
Close Punctuation	3394	< 0.1%
Dash Punctuation	175	< 0.1%
Control	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	3758695	18.7%
A	1998948	10.0%
T	1872893	9.3%
R	1711607	8.5%
N	1462599	7.3%
S	1442202	7.2%
U	999980	5.0%
O	890106	4.4%
V	871501	4.3%
L	659048	3.3%
Other values (16)	4386236	21.9%

Lowercase Letter

Value	Count	Frequency (%)
e	16058	13.5%
r	10563	8.9%
a	10008	8.4%
n	9996	8.4%
t	8752	7.3%
s	7328	6.1%
o	7030	5.9%
y	5758	4.8%
l	5497	4.6%
d	4642	3.9%
Other values (16)	33722	28.3%

Decimal Number

Value	Count	Frequency (%)
1	273257	22.8%
3	135504	11.3%
2	133999	11.2%
4	113521	9.5%
5	110971	9.3%
6	97477	8.1%
8	90297	7.5%
7	88435	7.4%
9	79076	6.6%
0	76667	6.4%

Other Punctuation

Value	Count	Frequency (%)
.	3646	74.4%
/	1114	22.7%
&	64	1.3%
'	37	0.8%
,	16	0.3%
#	16	0.3%
@	6	0.1%

Space Separator

Value	Count	Frequency (%)
	27613470	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3399	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3394	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	175	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Math Symbol

Value	Count	Frequency (%)
>	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28824543	58.8%
Latin	20173169	41.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	3758695	18.6%
A	1998948	9.9%
T	1872893	9.3%
R	1711607	8.5%
N	1462599	7.3%
S	1442202	7.1%
U	999980	5.0%
O	890106	4.4%
V	871501	4.3%
L	659048	3.3%
Other values (42)	4505590	22.3%

Common

Value	Count	Frequency (%)
	27613470	95.8%
1	273257	0.9%
3	135504	0.5%
2	133999	0.5%
4	113521	0.4%
5	110971	0.4%
6	97477	0.3%
8	90297	0.3%
7	88435	0.3%
9	79076	0.3%
Other values (13)	88536	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48997712	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	27613470	56.4%
E	3758695	7.7%
A	1998948	4.1%
T	1872893	3.8%
R	1711607	3.5%
N	1462599	3.0%
S	1442202	2.9%
U	999980	2.0%
O	890106	1.8%
V	871501	1.8%
Other values (65)	6375711	13.0%

CROSS STREET NAME
Text

MISSING

Distinct	20402
Distinct (%)	1.5%
Missing	811789
Missing (%)	38.1%
Memory size	16.2 MiB

Length

Max length	32
Median length	31
Mean length	22.514565
Min length	1

Characters and Unicode

Total characters	29665011
Distinct characters	76
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6283 ?
Unique (%)	0.5%

Sample

1st row	20 AVENUE
2nd row	DECATUR STREET
3rd row	EAST 43 STREET
4th row	EAST GATE PLAZA
5th row	west 80 street -west 81 street

Value	Count	Frequency (%)
avenue	577097	19.8%
street	468354	16.1%
east	114342	3.9%
west	72198	2.5%
boulevard	70318	2.4%
road	56727	1.9%
place	34602	1.2%
parkway	27271	0.9%
3	19160	0.7%
park	17736	0.6%
Other values (5503)	1456274	50.0%

Most occurring characters

Value	Count	Frequency (%)
	14147683	47.7%
E	2997641	10.1%
T	1482217	5.0%
A	1450048	4.9%
R	1171483	3.9%
N	1098144	3.7%
S	1008745	3.4%
U	793881	2.7%
V	724004	2.4%
O	591444	2.0%
Other values (66)	4199721	14.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	14361166	48.4%
Space Separator	14147683	47.7%
Decimal Number	1090877	3.7%
Lowercase Letter	64924	0.2%
Other Punctuation	321	< 0.1%
Dash Punctuation	28	< 0.1%
Open Punctuation	3	< 0.1%
Close Punctuation	3	< 0.1%
Control	2	< 0.1%
Math Symbol	2	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	2997641	20.9%
T	1482217	10.3%
A	1450048	10.1%
R	1171483	8.2%
N	1098144	7.6%
S	1008745	7.0%
U	793881	5.5%
V	724004	5.0%
O	591444	4.1%
L	447421	3.1%
Other values (16)	2596138	18.1%

Lowercase Letter

Value	Count	Frequency (%)
e	12106	18.6%
t	6733	10.4%
a	6382	9.8%
r	5356	8.2%
n	4610	7.1%
s	4229	6.5%
o	3129	4.8%
v	3016	4.6%
u	2648	4.1%
l	2340	3.6%
Other values (16)	14375	22.1%

Decimal Number

Value	Count	Frequency (%)
1	242009	22.2%
2	128448	11.8%
3	119975	11.0%
4	98442	9.0%
5	98114	9.0%
8	86578	7.9%
7	86410	7.9%
6	85881	7.9%
9	74792	6.9%
0	70228	6.4%

Other Punctuation

Value	Count	Frequency (%)
/	135	42.1%
.	75	23.4%
&	54	16.8%
'	51	15.9%
?	3	0.9%
,	3	0.9%

Space Separator

Value	Count	Frequency (%)
	14147683	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	28	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Other Symbol

Value	Count	Frequency (%)
�	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15238921	51.4%
Latin	14426090	48.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	2997641	20.8%
T	1482217	10.3%
A	1450048	10.1%
R	1171483	8.1%
N	1098144	7.6%
S	1008745	7.0%
U	793881	5.5%
V	724004	5.0%
O	591444	4.1%
L	447421	3.1%
Other values (42)	2661062	18.4%

Common

Value	Count	Frequency (%)
	14147683	92.8%
1	242009	1.6%
2	128448	0.8%
3	119975	0.8%
4	98442	0.6%
5	98114	0.6%
8	86578	0.6%
7	86410	0.6%
6	85881	0.6%
9	74792	0.5%
Other values (14)	70589	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29665010	> 99.9%
Specials	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	14147683	47.7%
E	2997641	10.1%
T	1482217	5.0%
A	1450048	4.9%
R	1171483	3.9%
N	1098144	3.7%
S	1008745	3.4%
U	793881	2.7%
V	724004	2.4%
O	591444	2.0%
Other values (65)	4199720	14.2%

Specials

Value	Count	Frequency (%)
�	1	100.0%

OFF STREET NAME
Text

MISSING

Distinct	235654
Distinct (%)	64.8%
Missing	1765645
Missing (%)	82.9%
Memory size	16.2 MiB

Length

Max length	40
Median length	40
Mean length	35.477162
Min length	8

Characters and Unicode

Total characters	12904321
Distinct characters	84
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	183367 ?
Unique (%)	50.4%

Sample

1st row	1211 LORING AVENUE
2nd row	344 BAYCHESTER AVENUE
3rd row	2047 PITKIN AVENUE
4th row	480 DEAN STREET
5th row	878 FLATBUSH AVENUE

Value	Count	Frequency (%)
avenue	144192	11.9%
street	132007	10.9%
east	34796	2.9%
west	25157	2.1%
boulevard	22974	1.9%
road	17125	1.4%
lot	7881	0.7%
parking	7267	0.6%
parkway	7259	0.6%
place	7116	0.6%
Other values (27829)	802957	66.4%

Most occurring characters

Value	Count	Frequency (%)
	6983095	54.1%
E	833178	6.5%
T	456311	3.5%
A	425986	3.3%
R	354308	2.7%
N	311113	2.4%
S	299102	2.3%
1	289612	2.2%
U	211823	1.6%
V	197588	1.5%
Other values (74)	2542205	19.7%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	6983095	54.1%
Uppercase Letter	4281228	33.2%
Decimal Number	1514856	11.7%
Dash Punctuation	85527	0.7%
Lowercase Letter	25390	0.2%
Other Punctuation	9588	0.1%
Open Punctuation	2311	< 0.1%
Close Punctuation	2300	< 0.1%
Modifier Symbol	20	< 0.1%
Connector Punctuation	3	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	833178	19.5%
T	456311	10.7%
A	425986	10.0%
R	354308	8.3%
N	311113	7.3%
S	299102	7.0%
U	211823	4.9%
V	197588	4.6%
O	196220	4.6%
L	147675	3.4%
Other values (16)	847924	19.8%

Lowercase Letter

Value	Count	Frequency (%)
e	4224	16.6%
t	2945	11.6%
r	2395	9.4%
a	2247	8.8%
n	1669	6.6%
s	1646	6.5%
o	1348	5.3%
v	1080	4.3%
d	1029	4.1%
l	1022	4.0%
Other values (16)	5785	22.8%

Other Punctuation

Value	Count	Frequency (%)
/	6436	67.1%
&	1741	18.2%
.	1002	10.5%
@	145	1.5%
,	83	0.9%
:	60	0.6%
#	54	0.6%
'	50	0.5%
*	8	0.1%
?	4	< 0.1%
Other values (2)	5	0.1%

Decimal Number

Value	Count	Frequency (%)
1	289612	19.1%
2	196670	13.0%
0	170457	11.3%
3	154465	10.2%
5	153006	10.1%
4	135540	8.9%
6	110553	7.3%
7	107864	7.1%
8	102146	6.7%
9	94543	6.2%

Close Punctuation

Value	Count	Frequency (%)
)	2299	> 99.9%
]	1	< 0.1%

Control

Value	Count	Frequency (%)
	1	50.0%
	1	50.0%

Space Separator

Value	Count	Frequency (%)
	6983095	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	85527	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2311	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	20	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Math Symbol

Value	Count	Frequency (%)
=	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8597703	66.6%
Latin	4306618	33.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	833178	19.3%
T	456311	10.6%
A	425986	9.9%
R	354308	8.2%
N	311113	7.2%
S	299102	6.9%
U	211823	4.9%
V	197588	4.6%
O	196220	4.6%
L	147675	3.4%
Other values (42)	873314	20.3%

Common

Value	Count	Frequency (%)
	6983095	81.2%
1	289612	3.4%
2	196670	2.3%
0	170457	2.0%
3	154465	1.8%
5	153006	1.8%
4	135540	1.6%
6	110553	1.3%
7	107864	1.3%
8	102146	1.2%
Other values (22)	194295	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12904321	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6983095	54.1%
E	833178	6.5%
T	456311	3.5%
A	425986	3.3%
R	354308	2.7%
N	311113	2.4%
S	299102	2.3%
1	289612	2.2%
U	211823	1.6%
V	197588	1.5%
Other values (74)	2542205	19.7%

NUMBER OF PERSONS INJURED
Real number (ℝ)

ZEROS

Distinct	32
Distinct (%)	< 0.1%
Missing	18
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.31729959

Minimum	0
Maximum	43
Zeros	1631233
Zeros (%)	76.6%
Negative	0
Negative (%)	0.0%
Memory size	16.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	43
Range	43
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.70657021
Coefficient of variation (CV)	2.2268236
Kurtosis	49.109714
Mean	0.31729959
Median Absolute Deviation (MAD)	0
Skewness	4.1828763
Sum	675646
Variance	0.49924146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	1631233	76.6%
1	386459	18.1%
2	72889	3.4%
3	23855	1.1%
4	8854	0.4%
5	3388	0.2%
6	1421	0.1%
7	596	< 0.1%
8	267	< 0.1%
9	135	< 0.1%
Other values (22)	266	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1631233	76.6%
1	386459	18.1%
2	72889	3.4%
3	23855	1.1%
4	8854	0.4%
5	3388	0.2%
6	1421	0.1%
7	596	< 0.1%
8	267	< 0.1%
9	135	< 0.1%

Value	Count	Frequency (%)
43	1	< 0.1%
40	1	< 0.1%
34	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
27	1	< 0.1%
25	1	< 0.1%
24	3	< 0.1%
23	1	< 0.1%
22	3	< 0.1%

NUMBER OF PERSONS KILLED
Real number (ℝ)

SKEWED ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	31
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.0015333318

Minimum	0
Maximum	8
Zeros	2126219
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	16.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.041356728
Coefficient of variation (CV)	26.971807
Kurtosis	1870.1495
Mean	0.0015333318
Median Absolute Deviation (MAD)	0
Skewness	33.31704
Sum	3265
Variance	0.0017103789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	2126219	99.9%
1	3029	0.1%
2	83	< 0.1%
3	12	< 0.1%
4	4	< 0.1%
5	2	< 0.1%
8	1	< 0.1%
(Missing)	31	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2126219	99.9%
1	3029	0.1%
2	83	< 0.1%
3	12	< 0.1%
4	4	< 0.1%
5	2	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
5	2	< 0.1%
4	4	< 0.1%
3	12	< 0.1%
2	83	< 0.1%
1	3029	0.1%
0	2126219	99.9%

NUMBER OF PEDESTRIANS INJURED
Real number (ℝ)

ZEROS

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.057489947

Minimum	0
Maximum	27
Zeros	2012019
Zeros (%)	94.5%
Negative	0
Negative (%)	0.0%
Memory size	16.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	27
Range	27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.24591278
Coefficient of variation (CV)	4.2774918
Kurtosis	123.1372
Mean	0.057489947
Median Absolute Deviation (MAD)	0
Skewness	5.5944946
Sum	122418
Variance	0.060473093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	2012019	94.5%
1	113048	5.3%
2	3823	0.2%
3	379	< 0.1%
4	62	< 0.1%
5	26	< 0.1%
6	11	< 0.1%
7	5	< 0.1%
9	2	< 0.1%
8	2	< 0.1%
Other values (4)	4	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2012019	94.5%
1	113048	5.3%
2	3823	0.2%
3	379	< 0.1%
4	62	< 0.1%
5	26	< 0.1%
6	11	< 0.1%
7	5	< 0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
27	1	< 0.1%
19	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
9	2	< 0.1%
8	2	< 0.1%
7	5	< 0.1%
6	11	< 0.1%
5	26	< 0.1%
4	62	< 0.1%

NUMBER OF PEDESTRIANS KILLED
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.2 MiB

0	2127794
1	1572
2	13
6	1
4	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2129381
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2127794	99.9%
1	1572	0.1%
2	13	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2127794	99.9%
1	1572	0.1%
2	13	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	2127794	99.9%
1	1572	0.1%
2	13	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2129381	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2127794	99.9%
1	1572	0.1%
2	13	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	2129381	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2127794	99.9%
1	1572	0.1%
2	13	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2129381	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2127794	99.9%
1	1572	0.1%
2	13	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

NUMBER OF CYCLIST INJURED
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.2 MiB

0	2071002
1	57689
2	665
3	24
4	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2129381
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2071002	97.3%
1	57689	2.7%
2	665	< 0.1%
3	24	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2071002	97.3%
1	57689	2.7%
2	665	< 0.1%
3	24	< 0.1%
4	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	2071002	97.3%
1	57689	2.7%
2	665	< 0.1%
3	24	< 0.1%
4	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2129381	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2071002	97.3%
1	57689	2.7%
2	665	< 0.1%
3	24	< 0.1%
4	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	2129381	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2071002	97.3%
1	57689	2.7%
2	665	< 0.1%
3	24	< 0.1%
4	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2129381	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2071002	97.3%
1	57689	2.7%
2	665	< 0.1%
3	24	< 0.1%
4	1	< 0.1%

NUMBER OF CYCLIST KILLED
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.2 MiB

0	2129126
1	254
2	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2129381
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2129126	> 99.9%
1	254	< 0.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2129126	> 99.9%
1	254	< 0.1%
2	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	2129126	> 99.9%
1	254	< 0.1%
2	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2129381	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2129126	> 99.9%
1	254	< 0.1%
2	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	2129381	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2129126	> 99.9%
1	254	< 0.1%
2	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2129381	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2129126	> 99.9%
1	254	< 0.1%
2	1	< 0.1%

NUMBER OF MOTORIST INJURED
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.22794887

Minimum	0
Maximum	43
Zeros	1812117
Zeros (%)	85.1%
Negative	0
Negative (%)	0.0%
Memory size	16.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	43
Range	43
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.66782754
Coefficient of variation (CV)	2.9297251
Kurtosis	60.990863
Mean	0.22794887
Median Absolute Deviation (MAD)	0
Skewness	5.039144
Sum	485390
Variance	0.44599362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	1812117	85.1%
1	213175	10.0%
2	66369	3.1%
3	23126	1.1%
4	8672	0.4%
5	3336	0.2%
6	1373	0.1%
7	570	< 0.1%
8	258	< 0.1%
9	130	< 0.1%
Other values (21)	255	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1812117	85.1%
1	213175	10.0%
2	66369	3.1%
3	23126	1.1%
4	8672	0.4%
5	3336	0.2%
6	1373	0.1%
7	570	< 0.1%
8	258	< 0.1%
9	130	< 0.1%

Value	Count	Frequency (%)
43	1	< 0.1%
40	1	< 0.1%
34	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%
25	1	< 0.1%
24	3	< 0.1%
23	1	< 0.1%
22	2	< 0.1%
21	1	< 0.1%

NUMBER OF MOTORIST KILLED
Real number (ℝ)

SKEWED ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00063445668

Minimum	0
Maximum	5
Zeros	2128134
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	16.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.027566514
Coefficient of variation (CV)	43.449008
Kurtosis	4021.6825
Mean	0.00063445668
Median Absolute Deviation (MAD)	0
Skewness	53.62265
Sum	1351
Variance	0.00075991267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	2128134	99.9%
1	1165	0.1%
2	66	< 0.1%
3	12	< 0.1%
4	2	< 0.1%
5	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2128134	99.9%
1	1165	0.1%
2	66	< 0.1%
3	12	< 0.1%
4	2	< 0.1%
5	2	< 0.1%

Value	Count	Frequency (%)
5	2	< 0.1%
4	2	< 0.1%
3	12	< 0.1%
2	66	< 0.1%
1	1165	0.1%
0	2128134	99.9%

CONTRIBUTING FACTOR VEHICLE 1
Text

Distinct	61
Distinct (%)	< 0.1%
Missing	7158
Missing (%)	0.3%
Memory size	16.2 MiB

Length

Max length	53
Median length	43
Mean length	19.550142
Min length	1

Characters and Unicode

Total characters	41489762
Distinct characters	55
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Aggressive Driving/Road Rage
2nd row	Pavement Slippery
3rd row	Following Too Closely
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	720086	17.0%
driver	462166	10.9%
inattention/distraction	428425	10.1%
too	167717	4.0%
closely	167717	4.0%
to	152236	3.6%
failure	133171	3.1%
yield	126802	3.0%
right-of-way	126802	3.0%
following	114279	2.7%
Other values (96)	1639674	38.7%

Most occurring characters

Value	Count	Frequency (%)
i	4661397	11.2%
e	4223008	10.2%
n	3607901	8.7%
t	2883283	6.9%
o	2452467	5.9%
r	2443759	5.9%
s	2152694	5.2%
	2116852	5.1%
a	2050152	4.9%
c	1593290	3.8%
Other values (45)	13304959	32.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	33875696	81.6%
Uppercase Letter	4695000	11.3%
Space Separator	2116852	5.1%
Other Punctuation	542084	1.3%
Dash Punctuation	255400	0.6%
Open Punctuation	2259	< 0.1%
Close Punctuation	2259	< 0.1%
Decimal Number	212	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	4661397	13.8%
e	4223008	12.5%
n	3607901	10.7%
t	2883283	8.5%
o	2452467	7.2%
r	2443759	7.2%
s	2152694	6.4%
a	2050152	6.1%
c	1593290	4.7%
l	1285072	3.8%
Other values (15)	6522673	19.3%

Uppercase Letter

Value	Count	Frequency (%)
D	1039420	22.1%
U	953767	20.3%
I	608663	13.0%
F	303464	6.5%
C	293754	6.3%
T	262703	5.6%
P	190806	4.1%
R	174287	3.7%
L	138029	2.9%
W	127956	2.7%
Other values (12)	602151	12.8%

Decimal Number

Value	Count	Frequency (%)
8	101	47.6%
0	101	47.6%
1	10	4.7%

Space Separator

Value	Count	Frequency (%)
	2116852	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	542084	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	255400	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2259	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2259	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	38570696	93.0%
Common	2919066	7.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	4661397	12.1%
e	4223008	10.9%
n	3607901	9.4%
t	2883283	7.5%
o	2452467	6.4%
r	2443759	6.3%
s	2152694	5.6%
a	2050152	5.3%
c	1593290	4.1%
l	1285072	3.3%
Other values (37)	11217673	29.1%

Common

Value	Count	Frequency (%)
	2116852	72.5%
/	542084	18.6%
-	255400	8.7%
(	2259	0.1%
)	2259	0.1%
8	101	< 0.1%
0	101	< 0.1%
1	10	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41489762	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	4661397	11.2%
e	4223008	10.2%
n	3607901	8.7%
t	2883283	6.9%
o	2452467	5.9%
r	2443759	5.9%
s	2152694	5.2%
	2116852	5.1%
a	2050152	4.9%
c	1593290	3.8%
Other values (45)	13304959	32.1%

CONTRIBUTING FACTOR VEHICLE 2
Text

MISSING

Distinct	61
Distinct (%)	< 0.1%
Missing	333967
Missing (%)	15.7%
Memory size	16.2 MiB

Length

Max length	53
Median length	11
Mean length	13.053057
Min length	1

Characters and Unicode

Total characters	23435642
Distinct characters	55
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unspecified
2nd row	Unspecified
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	1511559	68.6%
driver	103518	4.7%
inattention/distraction	96634	4.4%
other	33837	1.5%
vehicular	32771	1.5%
too	28642	1.3%
closely	28642	1.3%
passing	22176	1.0%
to	21973	1.0%
lane	20656	0.9%
Other values (96)	302850	13.7%

Most occurring characters

Value	Count	Frequency (%)
i	3693563	15.8%
e	3595852	15.3%
n	2100622	9.0%
s	1800058	7.7%
c	1705895	7.3%
d	1587123	6.8%
p	1583029	6.8%
f	1569350	6.7%
U	1549134	6.6%
t	634425	2.7%
Other values (45)	3616591	15.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20561405	87.7%
Uppercase Letter	2308020	9.8%
Space Separator	407844	1.7%
Other Punctuation	122141	0.5%
Dash Punctuation	35593	0.2%
Open Punctuation	295	< 0.1%
Close Punctuation	295	< 0.1%
Decimal Number	49	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	3693563	18.0%
e	3595852	17.5%
n	2100622	10.2%
s	1800058	8.8%
c	1705895	8.3%
d	1587123	7.7%
p	1583029	7.7%
f	1569350	7.6%
t	634425	3.1%
r	554178	2.7%
Other values (15)	1737310	8.4%

Uppercase Letter

Value	Count	Frequency (%)
U	1549134	67.1%
D	229701	10.0%
I	129615	5.6%
C	54199	2.3%
F	49429	2.1%
T	45860	2.0%
O	45325	2.0%
V	42301	1.8%
P	38504	1.7%
L	29249	1.3%
Other values (12)	94703	4.1%

Decimal Number

Value	Count	Frequency (%)
8	22	44.9%
0	22	44.9%
1	5	10.2%

Space Separator

Value	Count	Frequency (%)
	407844	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	122141	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	35593	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	295	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	295	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22869425	97.6%
Common	566217	2.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	3693563	16.2%
e	3595852	15.7%
n	2100622	9.2%
s	1800058	7.9%
c	1705895	7.5%
d	1587123	6.9%
p	1583029	6.9%
f	1569350	6.9%
U	1549134	6.8%
t	634425	2.8%
Other values (37)	3050374	13.3%

Common

Value	Count	Frequency (%)
	407844	72.0%
/	122141	21.6%
-	35593	6.3%
(	295	0.1%
)	295	0.1%
8	22	< 0.1%
0	22	< 0.1%
1	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23435642	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	3693563	15.8%
e	3595852	15.3%
n	2100622	9.0%
s	1800058	7.7%
c	1705895	7.3%
d	1587123	6.8%
p	1583029	6.8%
f	1569350	6.7%
U	1549134	6.6%
t	634425	2.7%
Other values (45)	3616591	15.4%

CONTRIBUTING FACTOR VEHICLE 3
Text

MISSING

Distinct	51
Distinct (%)	< 0.1%
Missing	1976273
Missing (%)	92.8%
Memory size	16.2 MiB

Length

Max length	53
Median length	11
Mean length	11.658176
Min length	1

Characters and Unicode

Total characters	1784960
Distinct characters	55
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	Unspecified
2nd row	Unspecified
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	142715	85.8%
other	2939	1.8%
vehicular	2899	1.7%
driver	2213	1.3%
too	2083	1.3%
closely	2083	1.3%
following	2026	1.2%
inattention/distraction	2025	1.2%
fatigued/drowsy	853	0.5%
pavement	416	0.3%
Other values (79)	6110	3.7%

Most occurring characters

Value	Count	Frequency (%)
e	305034	17.1%
i	303626	17.0%
n	156553	8.8%
s	149901	8.4%
c	149339	8.4%
d	144867	8.1%
p	144427	8.1%
f	143650	8.0%
U	143415	8.0%
o	17843	1.0%
Other values (45)	126305	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1598997	89.6%
Uppercase Letter	169178	9.5%
Space Separator	13254	0.7%
Other Punctuation	3185	0.2%
Dash Punctuation	313	< 0.1%
Open Punctuation	13	< 0.1%
Close Punctuation	13	< 0.1%
Decimal Number	7	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	305034	19.1%
i	303626	19.0%
n	156553	9.8%
s	149901	9.4%
c	149339	9.3%
d	144867	9.1%
p	144427	9.0%
f	143650	9.0%
o	17843	1.1%
t	16584	1.0%
Other values (15)	67173	4.2%

Uppercase Letter

Value	Count	Frequency (%)
U	143415	84.8%
D	5705	3.4%
O	3277	1.9%
V	3197	1.9%
F	3125	1.8%
C	2579	1.5%
I	2566	1.5%
T	2343	1.4%
P	729	0.4%
S	582	0.3%
Other values (12)	1660	1.0%

Decimal Number

Value	Count	Frequency (%)
8	3	42.9%
0	3	42.9%
1	1	14.3%

Space Separator

Value	Count	Frequency (%)
	13254	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3185	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	313	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1768175	99.1%
Common	16785	0.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	305034	17.3%
i	303626	17.2%
n	156553	8.9%
s	149901	8.5%
c	149339	8.4%
d	144867	8.2%
p	144427	8.2%
f	143650	8.1%
U	143415	8.1%
o	17843	1.0%
Other values (37)	109520	6.2%

Common

Value	Count	Frequency (%)
	13254	79.0%
/	3185	19.0%
-	313	1.9%
(	13	0.1%
)	13	0.1%
8	3	< 0.1%
0	3	< 0.1%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1784960	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	305034	17.1%
i	303626	17.0%
n	156553	8.8%
s	149901	8.4%
c	149339	8.4%
d	144867	8.1%
p	144427	8.1%
f	143650	8.0%
U	143415	8.0%
o	17843	1.0%
Other values (45)	126305	7.1%

CONTRIBUTING FACTOR VEHICLE 4
Categorical

IMBALANCE MISSING

Distinct	42
Distinct (%)	0.1%
Missing	2094603
Missing (%)	98.4%
Memory size	16.2 MiB

Unspecified	32801
Other Vehicular	648
Following Too Closely	403
Driver Inattention/Distraction	289
Fatigued/Drowsy	170
Other values (37)	467

Length

Max length	43
Median length	11
Mean length	11.492093
Min length	5

Characters and Unicode

Total characters	399672
Distinct characters	51
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	< 0.1%

Sample

1st row	Unspecified
2nd row	Unspecified
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Common Values

Value	Count	Frequency (%)
Unspecified	32801	1.5%
Other Vehicular	648	< 0.1%
Following Too Closely	403	< 0.1%
Driver Inattention/Distraction	289	< 0.1%
Fatigued/Drowsy	170	< 0.1%
Pavement Slippery	119	< 0.1%
Reaction to Uninvolved Vehicle	43	< 0.1%
Unsafe Speed	34	< 0.1%
Outside Car Distraction	31	< 0.1%
Driver Inexperience	30	< 0.1%
Other values (32)	210	< 0.1%
(Missing)	2094603	98.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
unspecified	32801	88.1%
other	657	1.8%
vehicular	648	1.7%
too	408	1.1%
closely	408	1.1%
following	403	1.1%
driver	319	0.9%
inattention/distraction	289	0.8%
fatigued/drowsy	170	0.5%
pavement	122	0.3%
Other values (65)	1008	2.7%

Most occurring characters

Value	Count	Frequency (%)
e	69337	17.3%
i	68692	17.2%
n	34973	8.8%
c	34024	8.5%
s	33992	8.5%
p	33176	8.3%
d	33164	8.3%
f	32931	8.2%
U	32913	8.2%
o	3186	0.8%
Other values (41)	23284	5.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	359010	89.8%
Uppercase Letter	37666	9.4%
Space Separator	2455	0.6%
Other Punctuation	499	0.1%
Dash Punctuation	34	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	69337	19.3%
i	68692	19.1%
n	34973	9.7%
c	34024	9.5%
s	33992	9.5%
p	33176	9.2%
d	33164	9.2%
f	32931	9.2%
o	3186	0.9%
r	2905	0.8%
Other values (15)	12630	3.5%

Uppercase Letter

Value	Count	Frequency (%)
U	32913	87.4%
D	895	2.4%
O	714	1.9%
V	698	1.9%
F	618	1.6%
C	476	1.3%
T	439	1.2%
I	369	1.0%
S	154	0.4%
P	150	0.4%
Other values (11)	240	0.6%

Space Separator

Value	Count	Frequency (%)
	2455	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	499	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	34	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	396676	99.3%
Common	2996	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	69337	17.5%
i	68692	17.3%
n	34973	8.8%
c	34024	8.6%
s	33992	8.6%
p	33176	8.4%
d	33164	8.4%
f	32931	8.3%
U	32913	8.3%
o	3186	0.8%
Other values (36)	20288	5.1%

Common

Value	Count	Frequency (%)
	2455	81.9%
/	499	16.7%
-	34	1.1%
(	4	0.1%
)	4	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	399672	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	69337	17.3%
i	68692	17.2%
n	34973	8.8%
c	34024	8.5%
s	33992	8.5%
p	33176	8.3%
d	33164	8.3%
f	32931	8.2%
U	32913	8.2%
o	3186	0.8%
Other values (41)	23284	5.8%

CONTRIBUTING FACTOR VEHICLE 5
Categorical

IMBALANCE MISSING

Distinct	31
Distinct (%)	0.3%
Missing	2119915
Missing (%)	99.6%
Memory size	16.2 MiB

Unspecified	8923
Other Vehicular	191
Following Too Closely	104
Driver Inattention/Distraction	66
Pavement Slippery	50
Other values (26)	132

Length

Max length	43
Median length	11
Mean length	11.466512
Min length	5

Characters and Unicode

Total characters	108542
Distinct characters	50
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	0.1%

Sample

1st row	Unspecified
2nd row	Unspecified
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Common Values

Value	Count	Frequency (%)
Unspecified	8923	0.4%
Other Vehicular	191	< 0.1%
Following Too Closely	104	< 0.1%
Driver Inattention/Distraction	66	< 0.1%
Pavement Slippery	50	< 0.1%
Fatigued/Drowsy	41	< 0.1%
Reaction to Uninvolved Vehicle	12	< 0.1%
Alcohol Involvement	11	< 0.1%
Driver Inexperience	10	< 0.1%
Obstruction/Debris	10	< 0.1%
Other values (21)	48	< 0.1%
(Missing)	2119915	99.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
unspecified	8923	88.2%
other	193	1.9%
vehicular	191	1.9%
too	106	1.0%
closely	106	1.0%
following	104	1.0%
driver	76	0.8%
inattention/distraction	66	0.7%
pavement	51	0.5%
slippery	50	0.5%
Other values (48)	253	2.5%

Most occurring characters

Value	Count	Frequency (%)
e	18900	17.4%
i	18646	17.2%
n	9466	8.7%
c	9259	8.5%
s	9204	8.5%
p	9051	8.3%
d	9008	8.3%
f	8950	8.2%
U	8946	8.2%
o	815	0.8%
Other values (40)	6297	5.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	97529	89.9%
Uppercase Letter	10224	9.4%
Space Separator	653	0.6%
Other Punctuation	121	0.1%
Dash Punctuation	11	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	18900	19.4%
i	18646	19.1%
n	9466	9.7%
c	9259	9.5%
s	9204	9.4%
p	9051	9.3%
d	9008	9.2%
f	8950	9.2%
o	815	0.8%
r	783	0.8%
Other values (15)	3447	3.5%

Uppercase Letter

Value	Count	Frequency (%)
U	8946	87.5%
D	213	2.1%
O	211	2.1%
V	205	2.0%
F	157	1.5%
C	118	1.2%
T	112	1.1%
I	91	0.9%
S	60	0.6%
P	54	0.5%
Other values (10)	57	0.6%

Space Separator

Value	Count	Frequency (%)
	653	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	121	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	107753	99.3%
Common	789	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	18900	17.5%
i	18646	17.3%
n	9466	8.8%
c	9259	8.6%
s	9204	8.5%
p	9051	8.4%
d	9008	8.4%
f	8950	8.3%
U	8946	8.3%
o	815	0.8%
Other values (35)	5508	5.1%

Common

Value	Count	Frequency (%)
	653	82.8%
/	121	15.3%
-	11	1.4%
(	2	0.3%
)	2	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108542	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	18900	17.4%
i	18646	17.2%
n	9466	8.7%
c	9259	8.5%
s	9204	8.5%
p	9051	8.3%
d	9008	8.3%
f	8950	8.2%
U	8946	8.2%
o	815	0.8%
Other values (40)	6297	5.8%

COLLISION_ID
Real number (ℝ)

UNIQUE

Distinct	2129381
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3199644.3

Minimum	22
Maximum	4766163
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.2 MiB

Quantile statistics

Minimum	22
5-th percentile	107332
Q1	3168465
median	3700950
Q3	4233531
95-th percentile	4659478
Maximum	4766163
Range	4766141
Interquartile range (IQR)	1065066

Descriptive statistics

Standard deviation	1506545.7
Coefficient of variation (CV)	0.47084786
Kurtosis	0.039430244
Mean	3199644.3
Median Absolute Deviation (MAD)	532533
Skewness	-1.2398214
Sum	6.8132618 × 10¹²
Variance	2.2696799 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4455765	1	< 0.1%
3150659	1	< 0.1%
3147811	1	< 0.1%
3151505	1	< 0.1%
3155468	1	< 0.1%
3152392	1	< 0.1%
3146159	1	< 0.1%
3149007	1	< 0.1%
3144858	1	< 0.1%
3144240	1	< 0.1%
Other values (2129371)	2129371	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
25	1	< 0.1%
26	1	< 0.1%
27	1	< 0.1%
28	1	< 0.1%
29	1	< 0.1%
30	1	< 0.1%
31	1	< 0.1%

Value	Count	Frequency (%)
4766163	1	< 0.1%
4766160	1	< 0.1%
4766157	1	< 0.1%
4766156	1	< 0.1%
4766155	1	< 0.1%
4766154	1	< 0.1%
4766152	1	< 0.1%
4766151	1	< 0.1%
4766150	1	< 0.1%
4766148	1	< 0.1%

VEHICLE TYPE CODE 1
Text

Distinct	1721
Distinct (%)	0.1%
Missing	14523
Missing (%)	0.7%
Memory size	16.2 MiB

Length

Max length	38
Median length	35
Mean length	16.864012
Min length	1

Characters and Unicode

Total characters	35664990
Distinct characters	77
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1045 ?
Unique (%)	< 0.1%

Sample

1st row	Sedan
2nd row	Sedan
3rd row	Sedan
4th row	Sedan
5th row	Dump

Value	Count	Frequency (%)
vehicle	898871	18.0%
utility	652404	13.1%
station	652360	13.1%
sedan	643361	12.9%
wagon/sport	472068	9.5%
passenger	416223	8.3%
	181720	3.6%
wagon	180357	3.6%
sport	180291	3.6%
truck	88610	1.8%
Other values (996)	627949	12.6%

Most occurring characters

Value	Count	Frequency (%)
	2892576	8.1%
S	2797061	7.8%
t	2395826	6.7%
i	2017724	5.7%
E	1819881	5.1%
a	1684766	4.7%
e	1677834	4.7%
n	1610418	4.5%
o	1496619	4.2%
T	1146555	3.2%
Other values (67)	16125730	45.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16261250	45.6%
Uppercase Letter	15676707	44.0%
Space Separator	2892576	8.1%
Other Punctuation	653848	1.8%
Decimal Number	71070	0.2%
Dash Punctuation	54304	0.2%
Open Punctuation	27618	0.1%
Close Punctuation	27613	0.1%
Modifier Symbol	2	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	2797061	17.8%
E	1819881	11.6%
T	1146555	7.3%
I	1052195	6.7%
V	972412	6.2%
A	876030	5.6%
N	865518	5.5%
R	724075	4.6%
U	714664	4.6%
W	674102	4.3%
Other values (18)	4034214	25.7%

Lowercase Letter

Value	Count	Frequency (%)
t	2395826	14.7%
i	2017724	12.4%
a	1684766	10.4%
e	1677834	10.3%
n	1610418	9.9%
o	1496619	9.2%
l	982650	6.0%
d	692481	4.3%
r	650217	4.0%
c	625858	3.8%
Other values (15)	2426857	14.9%

Decimal Number

Value	Count	Frequency (%)
4	53423	75.2%
6	14404	20.3%
2	2682	3.8%
3	358	0.5%
1	72	0.1%
5	51	0.1%
0	43	0.1%
9	20	< 0.1%
8	10	< 0.1%
7	7	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	653817	> 99.9%
.	16	< 0.1%
#	8	< 0.1%
,	3	< 0.1%
'	2	< 0.1%
?	1	< 0.1%
&	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2892576	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	54304	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	27618	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	27613	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Other Symbol

Value	Count	Frequency (%)
�	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	31937955	89.5%
Common	3727033	10.5%
Cyrillic	2	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	2797061	8.8%
t	2395826	7.5%
i	2017724	6.3%
E	1819881	5.7%
a	1684766	5.3%
e	1677834	5.3%
n	1610418	5.0%
o	1496619	4.7%
T	1146555	3.6%
I	1052195	3.3%
Other values (41)	14239076	44.6%

Common

Value	Count	Frequency (%)
	2892576	77.6%
/	653817	17.5%
-	54304	1.5%
4	53423	1.4%
(	27618	0.7%
)	27613	0.7%
6	14404	0.4%
2	2682	0.1%
3	358	< 0.1%
1	72	< 0.1%
Other values (14)	166	< 0.1%

Cyrillic

Value	Count	Frequency (%)
Х	1	50.0%
Р	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	35664987	> 99.9%
Cyrillic	2	< 0.1%
Specials	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2892576	8.1%
S	2797061	7.8%
t	2395826	6.7%
i	2017724	5.7%
E	1819881	5.1%
a	1684766	4.7%
e	1677834	4.7%
n	1610418	4.5%
o	1496619	4.2%
T	1146555	3.2%
Other values (64)	16125727	45.2%

Cyrillic

Value	Count	Frequency (%)
Х	1	50.0%
Р	1	50.0%

Specials

Value	Count	Frequency (%)
�	1	100.0%

VEHICLE TYPE CODE 2
Text

MISSING

Distinct	1916
Distinct (%)	0.1%
Missing	414316
Missing (%)	19.5%
Memory size	16.2 MiB

Length

Max length	38
Median length	30
Mean length	16.055187
Min length	1

Characters and Unicode

Total characters	27535689
Distinct characters	73
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1141 ?
Unique (%)	0.1%

Sample

1st row	Sedan
2nd row	Pick-up Truck
3rd row	Sedan
4th row	Tractor Truck Diesel
5th row	Sedan

Value	Count	Frequency (%)
vehicle	664573	17.0%
utility	477601	12.2%
station	477571	12.2%
sedan	449584	11.5%
wagon/sport	337367	8.6%
passenger	318613	8.2%
	141583	3.6%
wagon	140260	3.6%
sport	140204	3.6%
truck	88068	2.3%
Other values (1046)	668544	17.1%

Most occurring characters

Value	Count	Frequency (%)
	2201871	8.0%
S	2067575	7.5%
t	1722402	6.3%
i	1480548	5.4%
E	1440160	5.2%
e	1233086	4.5%
a	1203904	4.4%
n	1143976	4.2%
o	1098417	4.0%
T	923581	3.4%
Other values (63)	13020169	47.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	12752696	46.3%
Lowercase Letter	11934735	43.3%
Space Separator	2201871	8.0%
Other Punctuation	479027	1.7%
Decimal Number	59230	0.2%
Dash Punctuation	54827	0.2%
Open Punctuation	26652	0.1%
Close Punctuation	26649	0.1%
Modifier Symbol	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	2067575	16.2%
E	1440160	11.3%
T	923581	7.2%
N	869510	6.8%
I	842271	6.6%
V	732110	5.7%
A	685891	5.4%
U	596321	4.7%
O	588177	4.6%
R	578386	4.5%
Other values (16)	3428714	26.9%

Lowercase Letter

Value	Count	Frequency (%)
t	1722402	14.4%
i	1480548	12.4%
e	1233086	10.3%
a	1203904	10.1%
n	1143976	9.6%
o	1098417	9.2%
l	708915	5.9%
r	505083	4.2%
d	489262	4.1%
c	485279	4.1%
Other values (15)	1863863	15.6%

Decimal Number

Value	Count	Frequency (%)
4	43072	72.7%
6	13696	23.1%
2	1963	3.3%
3	323	0.5%
0	68	0.1%
1	58	0.1%
5	30	0.1%
9	8	< 0.1%
8	7	< 0.1%
7	5	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	479003	> 99.9%
.	13	< 0.1%
'	3	< 0.1%
,	3	< 0.1%
?	2	< 0.1%
#	2	< 0.1%
&	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2201871	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	54827	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	26652	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	26649	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	24687431	89.7%
Common	2848258	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	2067575	8.4%
t	1722402	7.0%
i	1480548	6.0%
E	1440160	5.8%
e	1233086	5.0%
a	1203904	4.9%
n	1143976	4.6%
o	1098417	4.4%
T	923581	3.7%
N	869510	3.5%
Other values (41)	11504272	46.6%

Common

Value	Count	Frequency (%)
	2201871	77.3%
/	479003	16.8%
-	54827	1.9%
4	43072	1.5%
(	26652	0.9%
)	26649	0.9%
6	13696	0.5%
2	1963	0.1%
3	323	< 0.1%
0	68	< 0.1%
Other values (12)	134	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27535689	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2201871	8.0%
S	2067575	7.5%
t	1722402	6.3%
i	1480548	5.4%
E	1440160	5.2%
e	1233086	4.5%
a	1203904	4.4%
n	1143976	4.2%
o	1098417	4.0%
T	923581	3.4%
Other values (63)	13020169	47.3%

VEHICLE TYPE CODE 3
Text

MISSING

Distinct	274
Distinct (%)	0.2%
Missing	1982003
Missing (%)	93.1%
Memory size	16.2 MiB

Length

Max length	35
Median length	30
Mean length	17.673445
Min length	2

Characters and Unicode

Total characters	2604677
Distinct characters	62
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	162 ?
Unique (%)	0.1%

Sample

1st row	Sedan
2nd row	Station Wagon/Sport Utility Vehicle
3rd row	Sedan
4th row	Sedan
5th row	Sedan

Value	Count	Frequency (%)
vehicle	66051	18.5%
utility	51263	14.3%
station	51260	14.3%
sedan	49302	13.8%
wagon/sport	37901	10.6%
passenger	27716	7.8%
	13442	3.8%
wagon	13359	3.7%
sport	13358	3.7%
truck	4550	1.3%
Other values (222)	29065	8.1%

Most occurring characters

Value	Count	Frequency (%)
	210324	8.1%
S	206344	7.9%
t	190992	7.3%
i	157773	6.1%
a	128840	4.9%
e	128408	4.9%
n	126048	4.8%
o	116871	4.5%
E	116427	4.5%
T	77347	3.0%
Other values (52)	1145303	44.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1248798	47.9%
Uppercase Letter	1085579	41.7%
Space Separator	210324	8.1%
Other Punctuation	51345	2.0%
Decimal Number	3644	0.1%
Dash Punctuation	3235	0.1%
Open Punctuation	876	< 0.1%
Close Punctuation	876	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	206344	19.0%
E	116427	10.7%
T	77347	7.1%
I	71418	6.6%
V	69177	6.4%
N	65724	6.1%
A	57944	5.3%
U	56315	5.2%
W	54655	5.0%
O	46604	4.3%
Other values (15)	263624	24.3%

Lowercase Letter

Value	Count	Frequency (%)
t	190992	15.3%
i	157773	12.6%
a	128840	10.3%
e	128408	10.3%
n	126048	10.1%
o	116871	9.4%
l	77268	6.2%
d	52292	4.2%
r	46804	3.7%
c	45817	3.7%
Other values (14)	177685	14.2%

Decimal Number

Value	Count	Frequency (%)
4	2999	82.3%
6	442	12.1%
2	185	5.1%
3	11	0.3%
1	3	0.1%
8	2	0.1%
5	1	< 0.1%
0	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	210324	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	51345	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3235	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	876	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	876	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2334377	89.6%
Common	270300	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	206344	8.8%
t	190992	8.2%
i	157773	6.8%
a	128840	5.5%
e	128408	5.5%
n	126048	5.4%
o	116871	5.0%
E	116427	5.0%
T	77347	3.3%
l	77268	3.3%
Other values (39)	1008059	43.2%

Common

Value	Count	Frequency (%)
	210324	77.8%
/	51345	19.0%
-	3235	1.2%
4	2999	1.1%
(	876	0.3%
)	876	0.3%
6	442	0.2%
2	185	0.1%
3	11	< 0.1%
1	3	< 0.1%
Other values (3)	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2604677	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	210324	8.1%
S	206344	7.9%
t	190992	7.3%
i	157773	6.1%
a	128840	4.9%
e	128408	4.9%
n	126048	4.8%
o	116871	4.5%
E	116427	4.5%
T	77347	3.0%
Other values (52)	1145303	44.0%

VEHICLE TYPE CODE 4
Text

MISSING

Distinct	107
Distinct (%)	0.3%
Missing	2095841
Missing (%)	98.4%
Memory size	16.2 MiB

Length

Max length	35
Median length	30
Mean length	18.006619
Min length	2

Characters and Unicode

Total characters	603942
Distinct characters	58
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50 ?
Unique (%)	0.1%

Sample

1st row	Station Wagon/Sport Utility Vehicle
2nd row	Sedan
3rd row	Station Wagon/Sport Utility Vehicle
4th row	Sedan
5th row	Sedan

Value	Count	Frequency (%)
vehicle	15446	18.9%
utility	12272	15.0%
station	12272	15.0%
sedan	11983	14.6%
wagon/sport	9420	11.5%
passenger	5970	7.3%
	2860	3.5%
sport	2852	3.5%
wagon	2852	3.5%
truck	839	1.0%
Other values (107)	5144	6.3%

Most occurring characters

Value	Count	Frequency (%)
	48426	8.0%
S	48100	8.0%
t	47325	7.8%
i	38832	6.4%
a	31508	5.2%
e	31301	5.2%
n	30977	5.1%
o	28759	4.8%
E	24673	4.1%
l	19086	3.2%
Other values (48)	254955	42.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	305159	50.5%
Uppercase Letter	236461	39.2%
Space Separator	48426	8.0%
Other Punctuation	12280	2.0%
Decimal Number	727	0.1%
Dash Punctuation	661	0.1%
Close Punctuation	114	< 0.1%
Open Punctuation	114	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	48100	20.3%
E	24673	10.4%
T	16125	6.8%
V	15936	6.7%
I	15052	6.4%
N	13719	5.8%
U	13166	5.6%
W	12881	5.4%
A	12217	5.2%
O	9654	4.1%
Other values (14)	54938	23.2%

Lowercase Letter

Value	Count	Frequency (%)
t	47325	15.5%
i	38832	12.7%
a	31508	10.3%
e	31301	10.3%
n	30977	10.2%
o	28759	9.4%
l	19086	6.3%
d	12626	4.1%
r	11113	3.6%
c	10910	3.6%
Other values (14)	42722	14.0%

Decimal Number

Value	Count	Frequency (%)
4	624	85.8%
6	58	8.0%
2	42	5.8%
3	2	0.3%
5	1	0.1%

Space Separator

Value	Count	Frequency (%)
	48426	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	12280	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	661	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	114	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	114	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	541620	89.7%
Common	62322	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	48100	8.9%
t	47325	8.7%
i	38832	7.2%
a	31508	5.8%
e	31301	5.8%
n	30977	5.7%
o	28759	5.3%
E	24673	4.6%
l	19086	3.5%
T	16125	3.0%
Other values (38)	224934	41.5%

Common

Value	Count	Frequency (%)
	48426	77.7%
/	12280	19.7%
-	661	1.1%
4	624	1.0%
)	114	0.2%
(	114	0.2%
6	58	0.1%
2	42	0.1%
3	2	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	603942	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	48426	8.0%
S	48100	8.0%
t	47325	7.8%
i	38832	6.4%
a	31508	5.2%
e	31301	5.2%
n	30977	5.1%
o	28759	4.8%
E	24673	4.1%
l	19086	3.2%
Other values (48)	254955	42.2%

VEHICLE TYPE CODE 5
Text

MISSING

Distinct	73
Distinct (%)	0.8%
Missing	2120207
Missing (%)	99.6%
Memory size	16.2 MiB

Length

Max length	35
Median length	30
Mean length	18.159363
Min length	2

Characters and Unicode

Total characters	166594
Distinct characters	55
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	0.4%

Sample

1st row	Station Wagon/Sport Utility Vehicle
2nd row	Station Wagon/Sport Utility Vehicle
3rd row	Sedan
4th row	Sedan
5th row	Station Wagon/Sport Utility Vehicle

Value	Count	Frequency (%)
vehicle	4167	18.5%
utility	3473	15.4%
station	3473	15.4%
sedan	3386	15.0%
wagon/sport	2671	11.8%
passenger	1487	6.6%
	804	3.6%
wagon	804	3.6%
sport	802	3.6%
truck	258	1.1%
Other values (72)	1230	5.5%

Most occurring characters

Value	Count	Frequency (%)
t	13432	8.1%
	13391	8.0%
S	13224	7.9%
i	11016	6.6%
a	8916	5.4%
e	8867	5.3%
n	8790	5.3%
o	8180	4.9%
E	6130	3.7%
l	5416	3.3%
Other values (45)	69232	41.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	86555	52.0%
Uppercase Letter	62765	37.7%
Space Separator	13391	8.0%
Other Punctuation	3475	2.1%
Dash Punctuation	201	0.1%
Decimal Number	161	0.1%
Close Punctuation	23	< 0.1%
Open Punctuation	23	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	13432	15.5%
i	11016	12.7%
a	8916	10.3%
e	8867	10.2%
n	8790	10.2%
o	8180	9.5%
l	5416	6.3%
d	3533	4.1%
c	3148	3.6%
r	3141	3.6%
Other values (13)	12116	14.0%

Uppercase Letter

Value	Count	Frequency (%)
S	13224	21.1%
E	6130	9.8%
T	4526	7.2%
V	4281	6.8%
I	4009	6.4%
U	3645	5.8%
W	3573	5.7%
N	3429	5.5%
A	3213	5.1%
O	2625	4.2%
Other values (13)	14110	22.5%

Decimal Number

Value	Count	Frequency (%)
4	133	82.6%
2	14	8.7%
6	13	8.1%
3	1	0.6%

Space Separator

Value	Count	Frequency (%)
	13391	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3475	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	201	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	149320	89.6%
Common	17274	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	13432	9.0%
S	13224	8.9%
i	11016	7.4%
a	8916	6.0%
e	8867	5.9%
n	8790	5.9%
o	8180	5.5%
E	6130	4.1%
l	5416	3.6%
T	4526	3.0%
Other values (36)	60823	40.7%

Common

Value	Count	Frequency (%)
	13391	77.5%
/	3475	20.1%
-	201	1.2%
4	133	0.8%
)	23	0.1%
(	23	0.1%
2	14	0.1%
6	13	0.1%
3	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	166594	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	13432	8.1%
	13391	8.0%
S	13224	7.9%
i	11016	6.6%
a	8916	5.4%
e	8867	5.3%
n	8790	5.3%
o	8180	4.9%
E	6130	3.7%
l	5416	3.3%
Other values (45)	69232	41.6%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	CRASH DATE	CRASH TIME	BOROUGH	ZIP CODE	LATITUDE	LONGITUDE	LOCATION	ON STREET NAME	CROSS STREET NAME	OFF STREET NAME	NUMBER OF PERSONS INJURED	NUMBER OF MOTORIST INJURED	CONTRIBUTING FACTOR VEHICLE 1	CONTRIBUTING FACTOR VEHICLE 2	CONTRIBUTING FACTOR VEHICLE 3	CONTRIBUTING FACTOR VEHICLE 4	CONTRIBUTING FACTOR VEHICLE 5	COLLISION_ID	VEHICLE TYPE CODE 1	VEHICLE TYPE CODE 2	VEHICLE TYPE CODE 3	VEHICLE TYPE CODE 4	VEHICLE TYPE CODE 5
0	09/11/2021	2:39	NaN	NaN	NaN	NaN	NaN	WHITESTONE EXPRESSWAY	20 AVENUE	NaN	2.0	2	Aggressive Driving/Road Rage	Unspecified	NaN	NaN	NaN	4455765	Sedan	Sedan	NaN	NaN	NaN
1	03/26/2022	11:45	NaN	NaN	NaN	NaN	NaN	QUEENSBORO BRIDGE UPPER	NaN	NaN	1.0	1	Pavement Slippery	NaN	NaN	NaN	NaN	4513547	Sedan	NaN	NaN	NaN	NaN
2	06/29/2022	6:55	NaN	NaN	NaN	NaN	NaN	THROGS NECK BRIDGE	NaN	NaN	0.0	0	Following Too Closely	Unspecified	NaN	NaN	NaN	4541903	Sedan	Pick-up Truck	NaN	NaN	NaN
3	09/11/2021	9:35	BROOKLYN	11208.0	40.667202	-73.866500	(40.667202, -73.8665)	NaN	NaN	1211 LORING AVENUE	0.0	0	Unspecified	NaN	NaN	NaN	NaN	4456314	Sedan	NaN	NaN	NaN	NaN
4	12/14/2021	8:13	BROOKLYN	11233.0	40.683304	-73.917274	(40.683304, -73.917274)	SARATOGA AVENUE	DECATUR STREET	NaN	0.0	0	NaN	NaN	NaN	NaN	NaN	4486609	NaN	NaN	NaN	NaN	NaN
5	04/14/2021	12:47	NaN	NaN	NaN	NaN	NaN	MAJOR DEEGAN EXPRESSWAY RAMP	NaN	NaN	0.0	0	Unspecified	Unspecified	NaN	NaN	NaN	4407458	Dump	Sedan	NaN	NaN	NaN
6	12/14/2021	17:05	NaN	NaN	40.709183	-73.956825	(40.709183, -73.956825)	BROOKLYN QUEENS EXPRESSWAY	NaN	NaN	0.0	0	Passing Too Closely	Unspecified	NaN	NaN	NaN	4486555	Sedan	Tractor Truck Diesel	NaN	NaN	NaN
7	12/14/2021	8:17	BRONX	10475.0	40.868160	-73.831480	(40.86816, -73.83148)	NaN	NaN	344 BAYCHESTER AVENUE	2.0	2	Unspecified	Unspecified	NaN	NaN	NaN	4486660	Sedan	Sedan	NaN	NaN	NaN
8	12/14/2021	21:10	BROOKLYN	11207.0	40.671720	-73.897100	(40.67172, -73.8971)	NaN	NaN	2047 PITKIN AVENUE	0.0	0	Driver Inexperience	Unspecified	NaN	NaN	NaN	4487074	Sedan	NaN	NaN	NaN	NaN
9	12/14/2021	14:58	MANHATTAN	10017.0	40.751440	-73.973970	(40.75144, -73.97397)	3 AVENUE	EAST 43 STREET	NaN	0.0	0	Passing Too Closely	Unspecified	NaN	NaN	NaN	4486519	Sedan	Station Wagon/Sport Utility Vehicle	NaN	NaN	NaN

	CRASH DATE	CRASH TIME	BOROUGH	ZIP CODE	LATITUDE	LONGITUDE	LOCATION	ON STREET NAME	CROSS STREET NAME	OFF STREET NAME	NUMBER OF PERSONS INJURED	NUMBER OF MOTORIST INJURED	CONTRIBUTING FACTOR VEHICLE 1	CONTRIBUTING FACTOR VEHICLE 2	CONTRIBUTING FACTOR VEHICLE 3	CONTRIBUTING FACTOR VEHICLE 4	CONTRIBUTING FACTOR VEHICLE 5	COLLISION_ID	VEHICLE TYPE CODE 1	VEHICLE TYPE CODE 2	VEHICLE TYPE CODE 3	VEHICLE TYPE CODE 4	VEHICLE TYPE CODE 5
2129371	08/04/2024	19:27	NaN	NaN	40.610508	-74.09576	(40.610508, -74.09576)	STATEN ISLAND EXPRESSWAY	NaN	NaN	1.0	1	Following Too Closely	Following Too Closely	Unspecified	NaN	NaN	4746578	Station Wagon/Sport Utility Vehicle	Station Wagon/Sport Utility Vehicle	Station Wagon/Sport Utility Vehicle	NaN	NaN
2129372	08/06/2024	16:25	NaN	NaN	NaN	NaN	NaN	WEST 16 STREET	NaN	NaN	2.0	2	Unspecified	Unspecified	NaN	NaN	NaN	4746204	Sedan	Sedan	NaN	NaN	NaN
2129373	08/06/2024	0:00	NaN	NaN	NaN	NaN	NaN	GRAND ARMY PLAZA	FLATBUSH AVENUE	NaN	0.0	0	Driver Inattention/Distraction	NaN	NaN	NaN	NaN	4745786	Station Wagon/Sport Utility Vehicle	NaN	NaN	NaN	NaN
2129374	08/05/2024	17:02	NaN	NaN	NaN	NaN	NaN	BAINBRIDGE AVENUE	NaN	NaN	1.0	1	Aggressive Driving/Road Rage	Unspecified	NaN	NaN	NaN	4746338	Sedan	Station Wagon/Sport Utility Vehicle	NaN	NaN	NaN
2129375	08/06/2024	9:00	NaN	NaN	40.664960	-73.82226	(40.66496, -73.82226)	BELT PARKWAY	NaN	NaN	1.0	1	Following Too Closely	Unspecified	NaN	NaN	NaN	4745999	Station Wagon/Sport Utility Vehicle	Station Wagon/Sport Utility Vehicle	NaN	NaN	NaN
2129376	08/06/2024	20:39	NaN	NaN	NaN	NaN	NaN	CLEARVIEW EXPRESSWAY	35 AVENUE	NaN	0.0	0	Traffic Control Disregarded	Unspecified	NaN	NaN	NaN	4746046	Station Wagon/Sport Utility Vehicle	Sedan	NaN	NaN	NaN
2129377	08/06/2024	12:00	QUEENS	11001.0	NaN	NaN	NaN	JAMAICA AVENUE	LITTLE NECK PARKWAY	NaN	0.0	0	Following Too Closely	Unspecified	NaN	NaN	NaN	4746496	Sedan	Station Wagon/Sport Utility Vehicle	NaN	NaN	NaN
2129378	07/29/2024	2:30	NaN	NaN	40.723442	-73.93899	(40.723442, -73.93899)	BROOKLYN QUEENS EXPRESSWAY	NaN	NaN	0.0	0	Passing or Lane Usage Improper	Unspecified	NaN	NaN	NaN	4746455	Tractor Truck Diesel	Sedan	NaN	NaN	NaN
2129379	08/02/2024	15:48	NaN	NaN	NaN	NaN	NaN	THROGS NECK BRIDGE	NaN	NaN	0.0	0	Following Too Closely	Unspecified	NaN	NaN	NaN	4746469	Sedan	Pick-up Truck	NaN	NaN	NaN
2129380	08/06/2024	12:46	NaN	NaN	NaN	NaN	NaN	EAST 140 STREET	HARLEM RIVER DRIVE	NaN	1.0	1	Unspecified	Unspecified	Unspecified	NaN	NaN	4746066	Station Wagon/Sport Utility Vehicle	Sedan	Station Wagon/Sport Utility Vehicle	NaN	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Open Punctuation

Space Separator

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Control

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Control

Math Symbol

Other Symbol

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Specials

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter